Debugging Deep Agents with LangSmith

In this blog we:

  • Explain why debugging deep agents is different than debugging simpler LLM applications
  • Introduce Polly (an AI assistant for agent engineering) to help in LangSmith for debugging deep agents
  • Launch langsmith-fetch, a CLI for equipping coding agents like Claude Code or DeepAgents CLI with debugging capabilities